{"id":"W4415849448","doi":"10.1038/s41557-025-01985-8","title":"Co-electroreduction of CO and glyoxal promotes C3 products","year":2025,"lang":"en","type":"article","venue":"Nature Chemistry","topic":"CO2 Reduction Techniques and Catalysts","field":"Energy","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Glyoxal; Ethylene; Catalysis; Selectivity; Faraday efficiency; Spectroscopy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008814543,0.0003538587,0.0001753021,0.00018293,0.0001854397,0.0002974663,0.0002769085,0.0002678135,0.003010969],"category_scores_gemma":[0.0001889696,0.000112522,0.0001830242,0.000175511,0.0002207688,0.0003010428,0.000308933,0.0004577366,0.0007516913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003529731,"about_ca_system_score_gemma":0.0002053481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001809939,"about_ca_topic_score_gemma":0.004184491,"domain_scores_codex":[0.999874,0.000008186522,0.000004132178,0.00002808641,0.00002794683,0.00005760523],"domain_scores_gemma":[0.9999197,0.00002558394,0.00001445261,0.0000129997,0.00001289292,0.00001445841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003150763,0.00005656447,0.0002959535,0.00008005416,0.00001015383,0.0001198345,0.00004734077,0.0001069593,0.9941947,0.0005603847,0.0004495195,0.00376359],"study_design_scores_gemma":[0.00000328527,0.0000321917,0.0007012765,0.000001518712,0.000001906451,0.00003659077,0.00001408337,0.0001945499,0.9981952,0.00002911464,0.0007883863,0.000001848613],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798077,0.0007668513,0.00287514,0.000197922,0.00007697172,0.00003171034,0.0002111864,0.0002594228,0.0157731],"genre_scores_gemma":[0.9967525,0.0001593169,0.0003886243,0.00003538213,0.000005424778,0.000005512182,0.0001019191,0.00003168952,0.00251964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003010969,"threshold_uncertainty_score":0.01007265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003430639212423379,"score_gpt":0.2563964745885421,"score_spread":0.2529658353761187,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}